
Five Minutes With… Filip Stachura, CEO of Appsilon
Appsilon, a company founded by a group of friends, was inspired by the desire to spend their working lives pursuing their passions and collaborating with like-minded individuals.
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Appsilon, a company founded by a group of friends, was inspired by the desire to spend their working lives pursuing their passions and collaborating with like-minded individuals.
Appsilon created a dashboard in collaboration the International Institute for Applied Systems Analysis to deliver information about COVID-19 to policymakers. We implemented the solution with Python and Svelte.
In this article, we focus on the technical aspects of the machine learning solution we implemented for the xView2 competition. We used PyTorch to build our models for satellite image analysis and fast.ai to develop their critical parts.
Our submission to the Pandemic Response Hackathon (CoronaRank) is inspired by Google’s PageRank and utilizes geolocation data in the Apache Parquet format from Veraset for effective exposure risk assessment using R and Markov Chain modeling.